Ausgabe 5/2023
Inhalt (25 Artikel)
Automatic root cause analysis in manufacturing: an overview & conceptualization
Eduardo e Oliveira, Vera L. Miguéis, José L. Borges
Artificial intelligence systems for tool condition monitoring in machining: analysis and critical review
Danil Yu Pimenov, Andres Bustillo, Szymon Wojciechowski, Vishal S. Sharma, Munish K. Gupta, Mustafa Kuntoğlu
Context-sensitive lexicon for imbalanced text sentiment classification using bidirectional LSTM
M. R. Pavan Kumar, Prabhu Jayagopal
Pipeline for ontology-based modeling and automated deployment of digital twins for planning and control of manufacturing systems
Amon Göppert, Lea Grahn, Jonas Rachner, Dennis Grunert, Simon Hort, Robert H. Schmitt
Research on recognition methods of spot-welding surface appearances based on transfer learning and a lightweight high-precision convolutional neural network
Meng Xiao, Bo Yang, Shilong Wang, Yongsheng Chang, Song Li, Gang Yi
A novel machine learning algorithm for interval systems approximation based on artificial neural network
Raouf Zerrougui, Amel B. H. Adamou-Mitiche, Lahcene Mitiche
Autonomous self-healing mechanism for a CNC milling machine based on pattern recognition
Hussein A. Taha, Soumaya Yacout, Yasser Shaban
Guided deep subdomain adaptation network for fault diagnosis of different types of rolling bearings
Ruohui Hu, Min Zhang, Zaiyu Xiang, Jiliang Mo
Efficient stability prediction of milling process with arbitrary tool-holder combinations based on transfer learning
Congying Deng, Jielin Tang, Jianguo Miao, Yang Zhao, Xiang Chen, Sheng Lu
Digital twin-driven dynamic scheduling of a hybrid flow shop
Khalil Tliba, Thierno M. L. Diallo, Olivia Penas, Romdhane Ben Khalifa, Noureddine Ben Yahia, Jean-Yves Choley
Image-based characterization of laser scribing quality using transfer learning
Mohammad Najjartabar Bisheh, Xinya Wang, Shing I. Chang, Shuting Lei, Jianfeng Ma
The 3D narrow butt weld seam detection system based on the binocular consistency correction
Xingguo Wang, Tianyun Chen, Yiming Wang, Dongliang Zheng, Xiaoyu Chen, Zhuang Zhao
Reconstruction of 3D surfaces from incomplete digitisations using statistical shape models for manufacturing processes
José M. Navarro-Jiménez, José V. Aguado, Grégoire Bazin, Vicente Albero, Domenico Borzacchiello
Convolutional neural networks for prediction of geometrical errors in incremental sheet metal forming
Darren Wei Wen Low, Akshay Chaudhari, Dharmesh Kumar, A. Senthil Kumar
Digital twin-based decision making paradigm of raise boring method
Fuwen Hu, Xianjin Qiu, Guoye Jing, Jian Tang, Yuanzhi Zhu
Nature inspired algorithms for the solution of inverse heat transfer problems applied to distinct unsteady heat flux orientations in cylindrical castings
Carlos Henrique da Silva-Santos, Pedro Roberto Goulart, Felipe Bertelli, Amauri Garcia, Noé Cheung
Automated real-time detection of surface defects in manufacturing processes of aluminum alloy strip using a lightweight network architecture
Zhuxi Ma, Yibo Li, Minghui Huang, Qianbin Huang, Jie Cheng, Si Tang
A novel data-driven method based on sample reliability assessment and improved CNN for machinery fault diagnosis with non-ideal data
Xin Zhang, Haifeng Wang, Bo Wu, Quan Zhou, Youmin Hu
A novel disassembly process of end-of-life lithium-ion batteries enhanced by online sensing and machine learning techniques
Yingqi Lu, Maede Maftouni, Tairan Yang, Panni Zheng, David Young, Zhenyu James Kong, Zheng Li
Automatic selection system of the building orientation based on double-layer priority aggregation multi-attribute decision-making
Yizhe Yang, Bingshan Liu, Haochen Li, Xin Li, Xiaodong Liu, Gong Wang